- Experience
- 6+ yrs
- Salary
- EUR 110,000 / year
- Openings
- 1
- Posted
- 1 week ago
- Work mode
- In office
- Resume
- Required to apply
Where you'll work
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Job description
About the Role
We are searching for a skilled Senior Computer Vision Engineer to join a stealth-mode startup in Berlin focused on developing next-generation defense technologies. The core challenge is robust multi-UAS tracking utilising IR/thermal imagery complemented by laser range finders, radar, and IMU data inputs. Your primary responsibility will be managing the tracking layer in the perception stack, ensuring consistent, low-latency, and confidence-rated tracking through real-time environmental noise, occlusions, and clutter to generate accurate target state estimations for precise control applications.
Key Responsibilities
- Develop and enhance multi-UAS tracking workflows, covering the entire cycle from track initiation to reacquisition following loss events.
- Optimize state estimation and filtering algorithms including Kalman, Extended Kalman Filter (EKF), and Unscented Kalman Filter (UKF) focusing on position, velocity, trajectory, and uncertainty quantification.
- Address unique IR/thermal imaging challenges such as low resolution pixel footprints, weak contrasts, thermal background clutter, and motion blur.
- Integrate and fuse visual tracking data with radar, laser range finder (LRF), and inertial measurement unit (IMU) inputs in collaboration with robotics and control engineers.
- Deploy and enhance system performance on embedded edge computing devices, particularly NVIDIA Jetson and Tegra platforms, utilizing TensorRT and CUDA technologies.
- Investigate real-world field data and track failure scenarios to continuously improve tracker robustness and reliability.
Candidate Requirements
- Minimum of 6 years' experience in computer vision, visual tracking, or practical perception system development.
- Demonstrated expertise in multi-object tracking and tracking-by-detection methodologies.
- Strong knowledge and hands-on experience with state estimation techniques including Kalman, EKF, and UKF filters.
- Capability to handle noisy, real-world video datasets beyond standard benchmark conditions.
- Proficiency in Python programming and production-level C++ development.
- Experience with deploying AI models on edge computing devices such as Jetson or Tegra, including optimization via TensorRT and CUDA frameworks.
- Availability to work full-time onsite in Berlin, Monday through Friday.
Additional Preferred Qualifications
- Background or experience related to defense, aerospace, or autonomous systems.
- Specific experience with IR/thermal tracking techniques.
- Familiarity with fusing radar and laser range finder data into tracking pipelines.
Compensation & Benefits
- Competitive base salary up to €100,000 annually plus equity through VSOPs.
- Work in a centrally located Berlin office.
- Opportunity for significant responsibility on a rapidly scaling, mission-critical product.
- Additional perks including holiday allowance, monthly vouchers, and public transportation subsidies.
Level
Senior